Pandas Profiling Report

Dataset statistics

Number of variables	15
Number of observations	243
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	78.1 KiB
Average record size in memory	329.0 B

Variable types

DateTime	1
Categorical	4
Numeric	10

Alerts

`year` has constant value ""	Constant
`Temperature` is highly overall correlated with `RH` and 7 other fields	High correlation
`RH` is highly overall correlated with `Temperature` and 4 other fields	High correlation
`Rain` is highly overall correlated with `FFMC` and 5 other fields	High correlation
`FFMC` is highly overall correlated with `Temperature` and 8 other fields	High correlation
`DMC` is highly overall correlated with `Temperature` and 8 other fields	High correlation
`DC` is highly overall correlated with `Temperature` and 7 other fields	High correlation
`ISI` is highly overall correlated with `Temperature` and 8 other fields	High correlation
`BUI` is highly overall correlated with `Temperature` and 7 other fields	High correlation
`FWI` is highly overall correlated with `Temperature` and 8 other fields	High correlation
`day` is highly overall correlated with `DMC` and 1 other fields	High correlation
`month` is highly overall correlated with `Temperature` and 3 other fields	High correlation
`Ws` is highly overall correlated with `Temperature` and 1 other fields	High correlation
`Classes` is highly overall correlated with `Temperature` and 6 other fields	High correlation
`day` is uniformly distributed	Uniform
`Rain` has 133 (54.7%) zeros	Zeros
`ISI` has 4 (1.6%) zeros	Zeros
`FWI` has 9 (3.7%) zeros	Zeros

Reproduction

Analysis started	2023-02-18 21:51:37.099653
Analysis finished	2023-02-18 21:52:22.615347
Duration	45.52 seconds
Software version	ydata-profiling vv4.0.0
Download configuration	config.json

Date
Date

Distinct	122
Distinct (%)	50.2%
Missing	0
Missing (%)	0.0%
Memory size	2.0 KiB

Minimum	2012-06-01 00:00:00
Maximum	2012-09-30 00:00:00

Histogram

Histogram with fixed size bins (bins=50)

day
Categorical

HIGH CORRELATION UNIFORM

Distinct	31
Distinct (%)	12.8%
Missing	0
Missing (%)	0.0%
Memory size	14.1 KiB

1	8
17	8
30	8
29	8
28	8
Other values (26)	203

Length

Max length	2
Median length	2
Mean length	1.7037037
Min length	1

Characters and Unicode

Total characters	414
Distinct characters	10
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1
2nd row	2
3rd row	3
4th row	4
5th row	5

Common Values

Value	Count	Frequency (%)
1	8	3.3%
17	8	3.3%
30	8	3.3%
29	8	3.3%
28	8	3.3%
27	8	3.3%
26	8	3.3%
25	8	3.3%
24	8	3.3%
23	8	3.3%
Other values (21)	163	67.1%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
1	8	3.3%
17	8	3.3%
3	8	3.3%
4	8	3.3%
5	8	3.3%
6	8	3.3%
7	8	3.3%
8	8	3.3%
9	8	3.3%
10	8	3.3%
Other values (21)	163	67.1%

Most occurring characters

Value	Count	Frequency (%)
1	107	25.8%
2	104	25.1%
3	36	8.7%
7	24	5.8%
0	24	5.8%
9	24	5.8%
8	24	5.8%
6	24	5.8%
5	24	5.8%
4	23	5.6%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	414	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	107	25.8%
2	104	25.1%
3	36	8.7%
7	24	5.8%
0	24	5.8%
9	24	5.8%
8	24	5.8%
6	24	5.8%
5	24	5.8%
4	23	5.6%

Most occurring scripts

Value	Count	Frequency (%)
Common	414	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	107	25.8%
2	104	25.1%
3	36	8.7%
7	24	5.8%
0	24	5.8%
9	24	5.8%
8	24	5.8%
6	24	5.8%
5	24	5.8%
4	23	5.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	414	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	107	25.8%
2	104	25.1%
3	36	8.7%
7	24	5.8%
0	24	5.8%
9	24	5.8%
8	24	5.8%
6	24	5.8%
5	24	5.8%
4	23	5.6%

month
Categorical

Distinct	4
Distinct (%)	1.6%
Missing	0
Missing (%)	0.0%
Memory size	13.9 KiB

8	62
7	61
6	60
9	60

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	243
Distinct characters	4
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	6
2nd row	6
3rd row	6
4th row	6
5th row	6

Common Values

Value	Count	Frequency (%)
8	62	25.5%
7	61	25.1%
6	60	24.7%
9	60	24.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
8	62	25.5%
7	61	25.1%
6	60	24.7%
9	60	24.7%

Most occurring characters

Value	Count	Frequency (%)
8	62	25.5%
7	61	25.1%
6	60	24.7%
9	60	24.7%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	243	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
8	62	25.5%
7	61	25.1%
6	60	24.7%
9	60	24.7%

Most occurring scripts

Value	Count	Frequency (%)
Common	243	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
8	62	25.5%
7	61	25.1%
6	60	24.7%
9	60	24.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	243	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
8	62	25.5%
7	61	25.1%
6	60	24.7%
9	60	24.7%

year
Categorical

Distinct	1
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	14.6 KiB

2012	243

Length

Max length	4
Median length	4
Mean length	4
Min length	4

Characters and Unicode

Total characters	972
Distinct characters	3
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	2012
2nd row	2012
3rd row	2012
4th row	2012
5th row	2012

Common Values

Value	Count	Frequency (%)
2012	243	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
2012	243	100.0%

Most occurring characters

Value	Count	Frequency (%)
2	486	50.0%
0	243	25.0%
1	243	25.0%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	972	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
2	486	50.0%
0	243	25.0%
1	243	25.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	972	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
2	486	50.0%
0	243	25.0%
1	243	25.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	972	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
2	486	50.0%
0	243	25.0%
1	243	25.0%

Temperature
Real number (ℝ)

Distinct	19
Distinct (%)	7.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	32.152263

Minimum	22
Maximum	42
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.0 KiB

Quantile statistics

Minimum	22
5-th percentile	26
Q1	30
median	32
Q3	35
95-th percentile	37.9
Maximum	42
Range	20
Interquartile range (IQR)	5

Descriptive statistics

Standard deviation	3.6280395
Coefficient of variation (CV)	0.11283932
Kurtosis	-0.14141446
Mean	32.152263
Median Absolute Deviation (MAD)	3
Skewness	-0.19132733
Sum	7813
Variance	13.16267
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=19)

Value	Count	Frequency (%)
35	29	11.9%
31	25	10.3%
34	24	9.9%
33	23	9.5%
30	22	9.1%
32	21	8.6%
36	21	8.6%
29	18	7.4%
28	15	6.2%
27	8	3.3%
Other values (9)	37	15.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
22	2	0.8%
24	3	1.2%
25	6	2.5%
26	5	2.1%
27	8	3.3%
28	15	6.2%
29	18	7.4%
30	22	9.1%
31	25	10.3%
32	21	8.6%

Value	Count	Frequency (%)
42	1	0.4%
40	3	1.2%
39	6	2.5%
38	3	1.2%
37	8	3.3%
36	21	8.6%
35	29	11.9%
34	24	9.9%
33	23	9.5%
32	21	8.6%

RH
Real number (ℝ)

Distinct	62
Distinct (%)	25.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	62.041152

Minimum	21
Maximum	90
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.0 KiB

Quantile statistics

Minimum	21
5-th percentile	37
Q1	52.5
median	63
Q3	73.5
95-th percentile	86
Maximum	90
Range	69
Interquartile range (IQR)	21

Descriptive statistics

Standard deviation	14.82816
Coefficient of variation (CV)	0.23900523
Kurtosis	-0.50894281
Mean	62.041152
Median Absolute Deviation (MAD)	11
Skewness	-0.24279046
Sum	15076
Variance	219.87433
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
64	10	4.1%
55	10	4.1%
58	8	3.3%
54	8	3.3%
78	8	3.3%
68	7	2.9%
66	7	2.9%
73	7	2.9%
80	7	2.9%
65	7	2.9%
Other values (52)	164	67.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
21	1	0.4%
24	1	0.4%
26	1	0.4%
29	1	0.4%
31	1	0.4%
33	2	0.8%
34	3	1.2%
35	1	0.4%
36	1	0.4%
37	3	1.2%

Value	Count	Frequency (%)
90	1	0.4%
89	3	1.2%
88	3	1.2%
87	4	1.6%
86	3	1.2%
84	2	0.8%
83	1	0.4%
82	3	1.2%
81	6	2.5%
80	7	2.9%

Ws
Real number (ℝ)

Distinct	18
Distinct (%)	7.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	15.493827

Minimum	6
Maximum	29
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.0 KiB

Quantile statistics

Minimum	6
5-th percentile	11
Q1	14
median	15
Q3	17
95-th percentile	20
Maximum	29
Range	23
Interquartile range (IQR)	3

Descriptive statistics

Standard deviation	2.8113853
Coefficient of variation (CV)	0.18145196
Kurtosis	2.6217035
Mean	15.493827
Median Absolute Deviation (MAD)	2
Skewness	0.55558584
Sum	3765
Variance	7.9038874
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=18)

Value	Count	Frequency (%)
14	43	17.7%
15	40	16.5%
13	30	12.3%
17	28	11.5%
16	27	11.1%
18	25	10.3%
19	15	6.2%
21	8	3.3%
11	7	2.9%
12	7	2.9%
Other values (8)	13	5.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
6	1	0.4%
8	1	0.4%
9	2	0.8%
10	3	1.2%
11	7	2.9%
12	7	2.9%
13	30	12.3%
14	43	17.7%
15	40	16.5%
16	27	11.1%

Value	Count	Frequency (%)
29	1	0.4%
26	1	0.4%
22	2	0.8%
21	8	3.3%
20	2	0.8%
19	15	6.2%
18	25	10.3%
17	28	11.5%
16	27	11.1%
15	40	16.5%

Rain
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	39
Distinct (%)	16.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.76296296

Minimum	0
Maximum	16.8
Zeros	133
Zeros (%)	54.7%
Negative	0
Negative (%)	0.0%
Memory size	2.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0.5
95-th percentile	4.37
Maximum	16.8
Range	16.8
Interquartile range (IQR)	0.5

Descriptive statistics

Standard deviation	2.0032068
Coefficient of variation (CV)	2.6255623
Kurtosis	25.822987
Mean	0.76296296
Median Absolute Deviation (MAD)	0
Skewness	4.5686298
Sum	185.4
Variance	4.0128375
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=39)

Value	Count	Frequency (%)
0	133	54.7%
0.1	18	7.4%
0.2	11	4.5%
0.3	10	4.1%
0.4	8	3.3%
0.7	6	2.5%
0.6	6	2.5%
0.5	5	2.1%
1.1	3	1.2%
1.2	3	1.2%
Other values (29)	40	16.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	133	54.7%
0.1	18	7.4%
0.2	11	4.5%
0.3	10	4.1%
0.4	8	3.3%
0.5	5	2.1%
0.6	6	2.5%
0.7	6	2.5%
0.8	2	0.8%
0.9	1	0.4%

Value	Count	Frequency (%)
16.8	1	0.4%
13.1	1	0.4%
10.1	1	0.4%
8.7	1	0.4%
8.3	1	0.4%
7.2	1	0.4%
6.5	1	0.4%
6	1	0.4%
5.8	1	0.4%
4.7	1	0.4%

FFMC
Real number (ℝ)

Distinct	173
Distinct (%)	71.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	77.842387

Minimum	28.6
Maximum	96
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.0 KiB

Quantile statistics

Minimum	28.6
5-th percentile	47.13
Q1	71.85
median	83.3
Q3	88.3
95-th percentile	92.19
Maximum	96
Range	67.4
Interquartile range (IQR)	16.45

Descriptive statistics

Standard deviation	14.349641
Coefficient of variation (CV)	0.18434226
Kurtosis	1.040087
Mean	77.842387
Median Absolute Deviation (MAD)	5.8
Skewness	-1.3201301
Sum	18915.7
Variance	205.9122
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
88.9	7	2.9%
89.4	5	2.1%
89.3	4	1.6%
85.4	4	1.6%
89.1	4	1.6%
78.3	3	1.2%
88.1	3	1.2%
88.3	3	1.2%
47.4	3	1.2%
79.9	3	1.2%
Other values (163)	204	84.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
28.6	1	0.4%
30.5	1	0.4%
36.1	1	0.4%
37.3	1	0.4%
37.9	1	0.4%
40.9	1	0.4%
41.1	1	0.4%
42.6	1	0.4%
44.9	1	0.4%
45	1	0.4%

Value	Count	Frequency (%)
96	1	0.4%
94.3	1	0.4%
94.2	1	0.4%
93.9	2	0.8%
93.8	1	0.4%
93.7	1	0.4%
93.3	1	0.4%
93	1	0.4%
92.5	2	0.8%
92.2	2	0.8%

DMC
Real number (ℝ)

Distinct	165
Distinct (%)	67.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	14.680658

Minimum	0.7
Maximum	65.9
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.0 KiB

Quantile statistics

Minimum	0.7
5-th percentile	1.9
Q1	5.8
median	11.3
Q3	20.8
95-th percentile	41.04
Maximum	65.9
Range	65.2
Interquartile range (IQR)	15

Descriptive statistics

Standard deviation	12.39304
Coefficient of variation (CV)	0.84417465
Kurtosis	2.462551
Mean	14.680658
Median Absolute Deviation (MAD)	6.9
Skewness	1.5229829
Sum	3567.4
Variance	153.58743
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
7.9	5	2.1%
12.5	4	1.6%
1.9	4	1.6%
3.4	3	1.2%
4.6	3	1.2%
8.3	3	1.2%
16.5	3	1.2%
3.2	3	1.2%
16	3	1.2%
6	3	1.2%
Other values (155)	209	86.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.7	1	0.4%
0.9	2	0.8%
1.1	2	0.8%
1.2	1	0.4%
1.3	3	1.2%
1.7	1	0.4%
1.9	4	1.6%
2.1	1	0.4%
2.2	2	0.8%
2.4	1	0.4%

Value	Count	Frequency (%)
65.9	1	0.4%
61.3	1	0.4%
56.3	1	0.4%
54.2	1	0.4%
51.3	1	0.4%
50.2	1	0.4%
47	1	0.4%
46.6	1	0.4%
46.1	1	0.4%
45.6	1	0.4%

DC
Real number (ℝ)

Distinct	197
Distinct (%)	81.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	49.430864

Minimum	6.9
Maximum	220.4
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.0 KiB

Quantile statistics

Minimum	6.9
5-th percentile	7.6
Q1	12.35
median	33.1
Q3	69.1
95-th percentile	158.94
Maximum	220.4
Range	213.5
Interquartile range (IQR)	56.75

Descriptive statistics

Standard deviation	47.665606
Coefficient of variation (CV)	0.96428834
Kurtosis	1.5964668
Mean	49.430864
Median Absolute Deviation (MAD)	23.9
Skewness	1.4734602
Sum	12011.7
Variance	2272.01
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
8	5	2.1%
7.6	4	1.6%
7.8	4	1.6%
8.4	4	1.6%
7.5	4	1.6%
8.3	4	1.6%
8.2	4	1.6%
17	3	1.2%
16.6	2	0.8%
33.1	2	0.8%
Other values (187)	207	85.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
6.9	1	0.4%
7	2	0.8%
7.1	1	0.4%
7.3	2	0.8%
7.4	2	0.8%
7.5	4	1.6%
7.6	4	1.6%
7.7	2	0.8%
7.8	4	1.6%
7.9	1	0.4%

Value	Count	Frequency (%)
220.4	1	0.4%
210.4	1	0.4%
200.2	1	0.4%
190.6	1	0.4%
181.3	1	0.4%
180.4	1	0.4%
177.3	1	0.4%
171.3	1	0.4%
168.2	1	0.4%
167.2	1	0.4%

ISI
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	106
Distinct (%)	43.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4.7423868

Minimum	0
Maximum	19
Zeros	4
Zeros (%)	1.6%
Negative	0
Negative (%)	0.0%
Memory size	2.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0.3
Q1	1.4
median	3.5
Q3	7.25
95-th percentile	13.38
Maximum	19
Range	19
Interquartile range (IQR)	5.85

Descriptive statistics

Standard deviation	4.1542338
Coefficient of variation (CV)	0.87597954
Kurtosis	0.86232522
Mean	4.7423868
Median Absolute Deviation (MAD)	2.4
Skewness	1.1402426
Sum	1152.4
Variance	17.257659
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1.1	8	3.3%
1.2	7	2.9%
0.4	5	2.1%
4.7	5	2.1%
5.2	5	2.1%
1.5	5	2.1%
2.8	5	2.1%
1	5	2.1%
5.6	5	2.1%
2.2	4	1.6%
Other values (96)	189	77.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	4	1.6%
0.1	4	1.6%
0.2	4	1.6%
0.3	3	1.2%
0.4	5	2.1%
0.5	2	0.8%
0.6	4	1.6%
0.7	4	1.6%
0.8	3	1.2%
0.9	2	0.8%

Value	Count	Frequency (%)
19	1	0.4%
18.5	1	0.4%
17.2	1	0.4%
16.6	1	0.4%
16	1	0.4%
15.7	2	0.8%
15.5	1	0.4%
14.3	1	0.4%
14.2	1	0.4%
13.8	2	0.8%

BUI
Real number (ℝ)

Distinct	173
Distinct (%)	71.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	16.690535

Minimum	1.1
Maximum	68
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.0 KiB

Quantile statistics

Minimum	1.1
5-th percentile	2.42
Q1	6
median	12.4
Q3	22.65
95-th percentile	46.4
Maximum	68
Range	66.9
Interquartile range (IQR)	16.65

Descriptive statistics

Standard deviation	14.228421
Coefficient of variation (CV)	0.85248443
Kurtosis	1.9560166
Mean	16.690535
Median Absolute Deviation (MAD)	7.3
Skewness	1.4527448
Sum	4055.8
Variance	202.44797
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
3	5	2.1%
5.1	4	1.6%
8.3	3	1.2%
2.9	3	1.2%
11.5	3	1.2%
2.4	3	1.2%
7.7	3	1.2%
14.1	3	1.2%
4.4	3	1.2%
3.9	3	1.2%
Other values (163)	210	86.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1.1	1	0.4%
1.4	2	0.8%
1.6	2	0.8%
1.7	2	0.8%
1.8	2	0.8%
2.2	1	0.4%
2.4	3	1.2%
2.6	2	0.8%
2.7	2	0.8%
2.8	2	0.8%

Value	Count	Frequency (%)
68	1	0.4%
67.4	1	0.4%
64	1	0.4%
62.9	1	0.4%
59.5	1	0.4%
59.3	1	0.4%
57.1	1	0.4%
54.9	1	0.4%
54.7	1	0.4%
50.9	1	0.4%

FWI
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	125
Distinct (%)	51.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	7.0353909

Minimum	0
Maximum	31.1
Zeros	9
Zeros (%)	3.7%
Negative	0
Negative (%)	0.0%
Memory size	2.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0.1
Q1	0.7
median	4.2
Q3	11.45
95-th percentile	21.53
Maximum	31.1
Range	31.1
Interquartile range (IQR)	10.75

Descriptive statistics

Standard deviation	7.4405677
Coefficient of variation (CV)	1.0575912
Kurtosis	0.65498526
Mean	7.0353909
Median Absolute Deviation (MAD)	3.8
Skewness	1.1475925
Sum	1709.6
Variance	55.362048
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.4	12	4.9%
0.8	10	4.1%
0.5	9	3.7%
0.1	9	3.7%
0	9	3.7%
0.3	8	3.3%
0.9	7	2.9%
0.2	6	2.5%
0.7	5	2.1%
0.6	4	1.6%
Other values (115)	164	67.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	9	3.7%
0.1	9	3.7%
0.2	6	2.5%
0.3	8	3.3%
0.4	12	4.9%
0.5	9	3.7%
0.6	4	1.6%
0.7	5	2.1%
0.8	10	4.1%
0.9	7	2.9%

Value	Count	Frequency (%)
31.1	1	0.4%
30.3	1	0.4%
30.2	1	0.4%
30	1	0.4%
26.9	1	0.4%
26.3	1	0.4%
26.1	1	0.4%
25.4	1	0.4%
24.5	1	0.4%
24	1	0.4%

Classes
Categorical

Distinct	2
Distinct (%)	0.8%
Missing	0
Missing (%)	0.0%
Memory size	15.0 KiB

fire	137
not fire	106

Length

Max length	8
Median length	4
Mean length	5.744856
Min length	4

Characters and Unicode

Total characters	1396
Distinct characters	8
Distinct categories	2 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	not fire
2nd row	not fire
3rd row	not fire
4th row	not fire
5th row	not fire

Common Values

Value	Count	Frequency (%)
fire	137	56.4%
not fire	106	43.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
fire	243	69.6%
not	106	30.4%

Most occurring characters

Value	Count	Frequency (%)
f	243	17.4%
i	243	17.4%
r	243	17.4%
e	243	17.4%
n	106	7.6%
o	106	7.6%
t	106	7.6%
	106	7.6%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	1290	92.4%
Space Separator	106	7.6%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
f	243	18.8%
i	243	18.8%
r	243	18.8%
e	243	18.8%
n	106	8.2%
o	106	8.2%
t	106	8.2%

Space Separator

Value	Count	Frequency (%)
	106	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	1290	92.4%
Common	106	7.6%

Most frequent character per script

Latin

Value	Count	Frequency (%)
f	243	18.8%
i	243	18.8%
r	243	18.8%
e	243	18.8%
n	106	8.2%
o	106	8.2%
t	106	8.2%

Common

Value	Count	Frequency (%)
	106	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1396	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
f	243	17.4%
i	243	17.4%
r	243	17.4%
e	243	17.4%
n	106	7.6%
o	106	7.6%
t	106	7.6%
	106	7.6%

Heatmap
Table

	Temperature	RH	Ws	Rain	FFMC	DMC	DC	ISI	BUI	FWI
Temperature	1.000	-0.651	-0.285	-0.326	0.677	0.486	0.376	0.604	0.460	0.567
RH	-0.651	1.000	0.244	0.222	-0.645	-0.409	-0.227	-0.687	-0.354	-0.581
Ws	-0.285	0.244	1.000	0.172	-0.167	-0.001	0.079	0.009	0.031	0.032
Rain	-0.326	0.222	0.172	1.000	-0.544	-0.289	-0.298	-0.347	-0.300	-0.324
FFMC	0.677	-0.645	-0.167	-0.544	1.000	0.604	0.507	0.740	0.592	0.691
DMC	0.486	-0.409	-0.001	-0.289	0.604	1.000	0.876	0.680	0.982	0.876
DC	0.376	-0.227	0.079	-0.298	0.507	0.876	1.000	0.509	0.942	0.740
ISI	0.604	-0.687	0.009	-0.347	0.740	0.680	0.509	1.000	0.644	0.923
BUI	0.460	-0.354	0.031	-0.300	0.592	0.982	0.942	0.644	1.000	0.858
FWI	0.567	-0.581	0.032	-0.324	0.691	0.876	0.740	0.923	0.858	1.000

Heatmap
Table

	Temperature	RH	Ws	Rain	FFMC	DMC	DC	ISI	BUI	FWI
Temperature	1.000	-0.643	-0.224	-0.293	0.666	0.611	0.505	0.648	0.586	0.657
RH	-0.643	1.000	0.201	0.179	-0.665	-0.505	-0.347	-0.643	-0.467	-0.598
Ws	-0.224	0.201	1.000	0.011	-0.067	0.001	0.060	0.032	0.027	0.034
Rain	-0.293	0.179	0.011	1.000	-0.741	-0.559	-0.612	-0.738	-0.576	-0.718
FFMC	0.666	-0.665	-0.067	-0.741	1.000	0.822	0.735	0.989	0.807	0.968
DMC	0.611	-0.505	0.001	-0.559	0.822	1.000	0.893	0.822	0.988	0.916
DC	0.505	-0.347	0.060	-0.612	0.735	0.893	1.000	0.746	0.943	0.849
ISI	0.648	-0.643	0.032	-0.738	0.989	0.822	0.746	1.000	0.811	0.975
BUI	0.586	-0.467	0.027	-0.576	0.807	0.988	0.943	0.811	1.000	0.911
FWI	0.657	-0.598	0.034	-0.718	0.968	0.916	0.849	0.975	0.911	1.000

Heatmap
Table

	Temperature	RH	Ws	Rain	FFMC	DMC	DC	ISI	BUI	FWI
Temperature	1.000	-0.490	-0.167	-0.225	0.505	0.442	0.366	0.493	0.421	0.492
RH	-0.490	1.000	0.146	0.133	-0.509	-0.358	-0.239	-0.486	-0.328	-0.438
Ws	-0.167	0.146	1.000	0.009	-0.046	-0.001	0.045	0.024	0.018	0.027
Rain	-0.225	0.133	0.009	1.000	-0.580	-0.424	-0.466	-0.580	-0.437	-0.563
FFMC	0.505	-0.509	-0.046	-0.580	1.000	0.630	0.552	0.923	0.617	0.856
DMC	0.442	-0.358	-0.001	-0.424	0.630	1.000	0.712	0.630	0.915	0.754
DC	0.366	-0.239	0.045	-0.466	0.552	0.712	1.000	0.562	0.797	0.669
ISI	0.493	-0.486	0.024	-0.580	0.923	0.630	0.562	1.000	0.620	0.875
BUI	0.421	-0.328	0.018	-0.437	0.617	0.915	0.797	0.620	1.000	0.750
FWI	0.492	-0.438	0.027	-0.563	0.856	0.754	0.669	0.875	0.750	1.000

Heatmap
Table

	day	month	Temperature	RH	Ws	Rain	FFMC	DMC	DC	ISI	BUI	FWI	Classes
day	1.000	0.000	0.000	0.000	0.000	0.217	0.000	0.516	0.000	0.000	0.509	0.234	0.120
month	0.000	1.000	0.572	0.366	0.192	0.142	0.420	0.516	0.451	0.382	0.511	0.436	0.503
Temperature	0.000	0.572	1.000	0.757	0.601	0.580	0.758	0.483	0.264	0.663	0.421	0.666	0.620
RH	0.000	0.366	0.757	1.000	0.280	0.000	0.768	0.446	0.182	0.780	0.417	0.639	0.537
Ws	0.000	0.192	0.601	0.280	1.000	0.709	0.267	0.000	0.000	0.099	0.000	0.000	0.139
Rain	0.217	0.142	0.580	0.000	0.709	1.000	0.658	0.000	0.000	0.000	0.000	0.000	0.352
FFMC	0.000	0.420	0.758	0.768	0.267	0.658	1.000	0.626	0.466	0.880	0.646	0.769	0.993
DMC	0.516	0.516	0.483	0.446	0.000	0.000	0.626	1.000	0.878	0.789	0.958	0.877	0.872
DC	0.000	0.451	0.264	0.182	0.000	0.000	0.466	0.878	1.000	0.660	0.903	0.780	0.797
ISI	0.000	0.382	0.663	0.780	0.099	0.000	0.880	0.789	0.660	1.000	0.751	0.898	0.988
BUI	0.509	0.511	0.421	0.417	0.000	0.000	0.646	0.958	0.903	0.751	1.000	0.855	0.900
FWI	0.234	0.436	0.666	0.639	0.000	0.000	0.769	0.877	0.780	0.898	0.855	1.000	0.979
Classes	0.120	0.503	0.620	0.537	0.139	0.352	0.993	0.872	0.797	0.988	0.900	0.979	1.000

Heatmap
Table

	Temperature	RH	Ws	Rain	FFMC	DMC	DC	ISI	BUI	FWI	day	month	Classes
Temperature	1.000	-0.643	-0.224	-0.293	0.666	0.611	0.505	0.648	0.586	0.657	0.000	0.391	0.500
RH	-0.643	1.000	0.201	0.179	-0.665	-0.505	-0.347	-0.643	-0.467	-0.598	0.000	0.223	0.407
Ws	-0.224	0.201	1.000	0.011	-0.067	0.001	0.060	0.032	0.027	0.034	0.000	0.122	0.137
Rain	-0.293	0.179	0.011	1.000	-0.741	-0.559	-0.612	-0.738	-0.576	-0.718	0.075	0.089	0.347
FFMC	0.666	-0.665	-0.067	-0.741	1.000	0.822	0.735	0.989	0.807	0.968	0.000	0.260	0.911
DMC	0.611	-0.505	0.001	-0.559	0.822	1.000	0.893	0.822	0.988	0.916	0.197	0.330	0.693
DC	0.505	-0.347	0.060	-0.612	0.735	0.893	1.000	0.746	0.943	0.849	0.000	0.281	0.621
ISI	0.648	-0.643	0.032	-0.738	0.989	0.822	0.746	1.000	0.811	0.975	0.000	0.245	0.882
BUI	0.586	-0.467	0.027	-0.576	0.807	0.988	0.943	0.811	1.000	0.911	0.194	0.326	0.726
FWI	0.657	-0.598	0.034	-0.718	0.968	0.916	0.849	0.975	0.911	1.000	0.077	0.271	0.861
day	0.000	0.000	0.000	0.075	0.000	0.197	0.000	0.000	0.194	0.077	1.000	0.000	0.093
month	0.391	0.223	0.122	0.089	0.260	0.330	0.281	0.245	0.326	0.271	0.000	1.000	0.340
Classes	0.500	0.407	0.137	0.347	0.911	0.693	0.621	0.882	0.726	0.861	0.093	0.340	1.000

Count
Matrix

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

First rows
Last rows

	Date	day	month	year	Temperature	RH	Ws	Rain	FFMC	DMC	DC	ISI	BUI	FWI	Classes
0	2012-06-01	1	6	2012	29	57	18	0.0	65.7	3.4	7.6	1.3	3.4	0.5	not fire
1	2012-06-02	2	6	2012	29	61	13	1.3	64.4	4.1	7.6	1.0	3.9	0.4	not fire
2	2012-06-03	3	6	2012	26	82	22	13.1	47.1	2.5	7.1	0.3	2.7	0.1	not fire
3	2012-06-04	4	6	2012	25	89	13	2.5	28.6	1.3	6.9	0.0	1.7	0.0	not fire
4	2012-06-05	5	6	2012	27	77	16	0.0	64.8	3.0	14.2	1.2	3.9	0.5	not fire
5	2012-06-06	6	6	2012	31	67	14	0.0	82.6	5.8	22.2	3.1	7.0	2.5	fire
6	2012-06-07	7	6	2012	33	54	13	0.0	88.2	9.9	30.5	6.4	10.9	7.2	fire
7	2012-06-08	8	6	2012	30	73	15	0.0	86.6	12.1	38.3	5.6	13.5	7.1	fire
8	2012-06-09	9	6	2012	25	88	13	0.2	52.9	7.9	38.8	0.4	10.5	0.3	not fire
9	2012-06-10	10	6	2012	28	79	12	0.0	73.2	9.5	46.3	1.3	12.6	0.9	not fire

	Date	day	month	year	Temperature	RH	Ws	Rain	FFMC	DMC	DC	ISI	BUI	FWI	Classes
233	2012-09-21	21	9	2012	35	34	17	0.0	92.2	23.6	97.3	13.8	29.4	21.6	fire
234	2012-09-22	22	9	2012	33	64	13	0.0	88.9	26.1	106.3	7.1	32.4	13.7	fire
235	2012-09-23	23	9	2012	35	56	14	0.0	89.0	29.4	115.6	7.5	36.0	15.2	fire
236	2012-09-24	24	9	2012	26	49	6	2.0	61.3	11.9	28.1	0.6	11.9	0.4	not fire
237	2012-09-25	25	9	2012	28	70	15	0.0	79.9	13.8	36.1	2.4	14.1	3.0	not fire
238	2012-09-26	26	9	2012	30	65	14	0.0	85.4	16.0	44.5	4.5	16.9	6.5	fire
239	2012-09-27	27	9	2012	28	87	15	4.4	41.1	6.5	8.0	0.1	6.2	0.0	not fire
240	2012-09-28	28	9	2012	27	87	29	0.5	45.9	3.5	7.9	0.4	3.4	0.2	not fire
241	2012-09-29	29	9	2012	24	54	18	0.1	79.7	4.3	15.2	1.7	5.1	0.7	not fire
242	2012-09-30	30	9	2012	24	64	15	0.2	67.3	3.8	16.5	1.2	4.8	0.5	not fire

Overview

Variables

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Space Separator

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Interactions

Correlations

Missing values

Sample